,Model,Backend,Target,Arena Usage,Run Cycles,Total ROM,Total RAM,ROM read-only,ROM code,Arena Usage (rel.),Run Cycles (rel.),Total ROM (rel.),Total RAM (rel.),ROM read-only (rel.),ROM code (rel.),Toolchain,VLEN,Optimize,Linker,Unroll,Baseline,Kernels,Mode,AutoVectorize,Arch,Layout,Framework
0,aww,tflmi,spike_rv32,22780.0,174712306,132180,36140,63032,69132,0.9978973190818292,10.486890329619303,0.8761882034761166,0.9997786876175722,1.0,0.7872907413734199,gcc,0,s,none,0,7,TFLM,Reference,-,RV32GC,-,tflm
1,aww,tflmi,spike_rv32,22780.0,174712294,132186,36140,63032,69138,0.9978973190818292,10.486889609334128,0.8762279759774092,0.9997786876175722,1.0,0.7873590707208746,gcc,128,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
2,aww,tflmi,spike_rv32,22780.0,174712294,132186,36140,63032,69138,0.9978973190818292,10.486889609334128,0.8762279759774092,0.9997786876175722,1.0,0.7873590707208746,gcc,256,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
3,aww,tflmi,spike_rv32,22780.0,174712294,132186,36140,63032,69138,0.9978973190818292,10.486889609334128,0.8762279759774092,0.9997786876175722,1.0,0.7873590707208746,gcc,512,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
4,aww,tflmi,spike_rv32,22780.0,174712294,132186,36140,63032,69138,0.9978973190818292,10.486889609334128,0.8762279759774092,0.9997786876175722,1.0,0.7873590707208746,gcc,1024,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
5,aww,tflmi,spike_rv32,22780.0,174712294,132186,36140,63032,69138,0.9978973190818292,10.486889609334128,0.8762279759774092,0.9997786876175722,1.0,0.7873590707208746,gcc,2048,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
6,aww,tflmi,spike_rv32,22780.0,174712294,132186,36140,63032,69138,0.9978973190818292,10.486889609334128,0.8762279759774092,0.9997786876175722,1.0,0.7873590707208746,gcc,4096,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
7,aww,tflmi,spike_rv32,22828.0,16660068,150858,36148,63032,87810,1.0,1.0,1.0,1.0,1.0,1.0,gcc,0,s,none,0,7,muRISCV-NN,Scalar,-,RV32GC,-,tflm
8,aww,tflmi,spike_rv32,22828.0,16660068,150858,36148,63032,87810,1.0,1.0,1.0,1.0,1.0,1.0,gcc,128,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
9,aww,tflmi,spike_rv32,22828.0,16660068,150858,36148,63032,87810,1.0,1.0,1.0,1.0,1.0,1.0,gcc,256,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
10,aww,tflmi,spike_rv32,22828.0,16660068,150858,36148,63032,87810,1.0,1.0,1.0,1.0,1.0,1.0,gcc,512,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
11,aww,tflmi,spike_rv32,22828.0,16660068,150858,36148,63032,87810,1.0,1.0,1.0,1.0,1.0,1.0,gcc,1024,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
12,aww,tflmi,spike_rv32,22828.0,16660068,150858,36148,63032,87810,1.0,1.0,1.0,1.0,1.0,1.0,gcc,2048,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
13,aww,tflmi,spike_rv32,22828.0,16660068,150858,36148,63032,87810,1.0,1.0,1.0,1.0,1.0,1.0,gcc,4096,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
14,aww,tflmi,spike_rv32,27308.0,4117424,152574,36148,63032,89526,1.1962502190292623,0.2471432889709693,1.0113749353696857,1.0,1.0,1.0195421933720532,gcc,128,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
15,aww,tflmi,spike_rv32,27308.0,2849368,152574,36148,63032,89526,1.1962502190292623,0.1710297941160864,1.0113749353696857,1.0,1.0,1.0195421933720532,gcc,256,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
16,aww,tflmi,spike_rv32,27308.0,2160680,152574,36148,63032,89526,1.1962502190292623,0.1296921477151233,1.0113749353696857,1.0,1.0,1.0195421933720532,gcc,512,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
17,aww,tflmi,spike_rv32,27308.0,2118968,152574,36148,63032,89526,1.1962502190292623,0.1271884364457576,1.0113749353696857,1.0,1.0,1.0195421933720532,gcc,1024,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
18,aww,tflmi,spike_rv32,27308.0,2118968,152574,36148,63032,89526,1.1962502190292623,0.1271884364457576,1.0113749353696857,1.0,1.0,1.0195421933720532,gcc,2048,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
19,aww,tflmi,spike_rv32,27308.0,2122357,152574,36148,63032,89526,1.1962502190292623,0.1273918569840171,1.0113749353696857,1.0,1.0,1.0195421933720532,gcc,4096,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
0,resnet,tflmi,spike_rv32,54364.0,745812529,172688,68904,101880,70792,0.9880770628862232,9.207161063404548,0.9321688060716636,1.0001161170459822,1.0,0.8492526212241177,gcc,0,s,none,0,7,TFLM,Reference,-,RV32GC,-,tflm
1,resnet,tflmi,spike_rv32,54364.0,745812529,172704,68904,101880,70808,0.9880770628862232,9.207161063404548,0.93225517397735,1.0001161170459822,1.0,0.849444564408935,gcc,128,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
2,resnet,tflmi,spike_rv32,54364.0,745812529,172704,68904,101880,70808,0.9880770628862232,9.207161063404548,0.93225517397735,1.0001161170459822,1.0,0.849444564408935,gcc,256,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
3,resnet,tflmi,spike_rv32,54364.0,745812529,172704,68904,101880,70808,0.9880770628862232,9.207161063404548,0.93225517397735,1.0001161170459822,1.0,0.849444564408935,gcc,512,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
4,resnet,tflmi,spike_rv32,54364.0,745812529,172704,68904,101880,70808,0.9880770628862232,9.207161063404548,0.93225517397735,1.0001161170459822,1.0,0.849444564408935,gcc,1024,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
5,resnet,tflmi,spike_rv32,54364.0,745812529,172704,68904,101880,70808,0.9880770628862232,9.207161063404548,0.93225517397735,1.0001161170459822,1.0,0.849444564408935,gcc,2048,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
6,resnet,tflmi,spike_rv32,54364.0,745812529,172704,68904,101880,70808,0.9880770628862232,9.207161063404548,0.93225517397735,1.0001161170459822,1.0,0.849444564408935,gcc,4096,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
7,resnet,tflmi,spike_rv32,55020.0,81003528,185254,68896,101880,83358,1.0,1.0,1.0,1.0,1.0,1.0,gcc,0,s,none,0,7,muRISCV-NN,Scalar,-,RV32GC,-,tflm
8,resnet,tflmi,spike_rv32,55020.0,81003528,185280,68896,101880,83384,1.0,1.0,1.00014034784674,1.0,1.0,1.0003119076753282,gcc,128,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
9,resnet,tflmi,spike_rv32,55020.0,81003528,185280,68896,101880,83384,1.0,1.0,1.00014034784674,1.0,1.0,1.0003119076753282,gcc,256,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
10,resnet,tflmi,spike_rv32,55020.0,81003528,185280,68896,101880,83384,1.0,1.0,1.00014034784674,1.0,1.0,1.0003119076753282,gcc,512,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
11,resnet,tflmi,spike_rv32,55020.0,81003528,185280,68896,101880,83384,1.0,1.0,1.00014034784674,1.0,1.0,1.0003119076753282,gcc,1024,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
12,resnet,tflmi,spike_rv32,55020.0,81003528,185280,68896,101880,83384,1.0,1.0,1.00014034784674,1.0,1.0,1.0003119076753282,gcc,2048,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
13,resnet,tflmi,spike_rv32,55020.0,81003528,185280,68896,101880,83384,1.0,1.0,1.00014034784674,1.0,1.0,1.0003119076753282,gcc,4096,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
14,resnet,tflmi,spike_rv32,55020.0,15480213,187806,68896,101880,85910,1.0,0.1911054170381319,1.0137756809569565,1.0,1.0,1.0306149379783585,gcc,128,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
15,resnet,tflmi,spike_rv32,55020.0,9793205,187806,68896,101880,85910,1.0,0.1208984996307815,1.0137756809569565,1.0,1.0,1.0306149379783585,gcc,256,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
16,resnet,tflmi,spike_rv32,55020.0,7199557,187806,68896,101880,85910,1.0,0.0888795485549715,1.0137756809569565,1.0,1.0,1.0306149379783585,gcc,512,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
17,resnet,tflmi,spike_rv32,55020.0,5934037,187806,68896,101880,85910,1.0,0.0732565253207243,1.0137756809569565,1.0,1.0,1.0306149379783585,gcc,1024,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
18,resnet,tflmi,spike_rv32,55020.0,4992346,187806,68896,101880,85910,1.0,0.0616312168526783,1.0137756809569565,1.0,1.0,1.0306149379783585,gcc,2048,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
19,resnet,tflmi,spike_rv32,55020.0,4741819,187806,68896,101880,85910,1.0,0.0585384256349921,1.0137756809569565,1.0,1.0,1.0306149379783585,gcc,4096,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
0,toycar,tflmi,spike_rv32,2380.0,3106421,333552,19424,280024,53512,0.886736214605067,1.7473497994701286,0.9870446542183292,1.0,1.0,0.924373812402833,gcc,0,s,none,0,7,TFLM,Reference,-,RV32GC,-,tflm
1,toycar,tflmi,spike_rv32,2380.0,3106421,333558,19424,280024,53518,0.886736214605067,1.7473497994701286,0.9870624093747226,1.0,1.0,0.924477457246502,gcc,128,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
2,toycar,tflmi,spike_rv32,2380.0,3106421,333558,19424,280024,53518,0.886736214605067,1.7473497994701286,0.9870624093747226,1.0,1.0,0.924477457246502,gcc,256,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
3,toycar,tflmi,spike_rv32,2380.0,3106421,333558,19424,280024,53518,0.886736214605067,1.7473497994701286,0.9870624093747226,1.0,1.0,0.924477457246502,gcc,512,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
4,toycar,tflmi,spike_rv32,2380.0,3106421,333558,19424,280024,53518,0.886736214605067,1.7473497994701286,0.9870624093747226,1.0,1.0,0.924477457246502,gcc,1024,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
5,toycar,tflmi,spike_rv32,2380.0,3106421,333558,19424,280024,53518,0.886736214605067,1.7473497994701286,0.9870624093747226,1.0,1.0,0.924477457246502,gcc,2048,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
6,toycar,tflmi,spike_rv32,2380.0,3106421,333558,19424,280024,53518,0.886736214605067,1.7473497994701286,0.9870624093747226,1.0,1.0,0.924477457246502,gcc,4096,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
7,toycar,tflmi,spike_rv32,2684.0,1777790,337930,19424,280024,57890,1.0,1.0,1.0,1.0,1.0,1.0,gcc,0,s,none,0,7,muRISCV-NN,Scalar,-,RV32GC,-,tflm
8,toycar,tflmi,spike_rv32,2684.0,1777790,337930,19424,280024,57890,1.0,1.0,1.0,1.0,1.0,1.0,gcc,128,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
9,toycar,tflmi,spike_rv32,2684.0,1777790,337930,19424,280024,57890,1.0,1.0,1.0,1.0,1.0,1.0,gcc,256,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
10,toycar,tflmi,spike_rv32,2684.0,1777790,337930,19424,280024,57890,1.0,1.0,1.0,1.0,1.0,1.0,gcc,512,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
11,toycar,tflmi,spike_rv32,2684.0,1777790,337930,19424,280024,57890,1.0,1.0,1.0,1.0,1.0,1.0,gcc,1024,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
12,toycar,tflmi,spike_rv32,2684.0,1777790,337930,19424,280024,57890,1.0,1.0,1.0,1.0,1.0,1.0,gcc,2048,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
13,toycar,tflmi,spike_rv32,2684.0,1777790,337930,19424,280024,57890,1.0,1.0,1.0,1.0,1.0,1.0,gcc,4096,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
14,toycar,tflmi,spike_rv32,5276.0,1942762,339476,19424,280024,59436,1.965722801788376,1.0927961120267298,1.0045749119640162,1.0,1.0,1.026705821385386,gcc,128,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
15,toycar,tflmi,spike_rv32,5276.0,1824394,339476,19424,280024,59436,1.965722801788376,1.0262145697748328,1.0045749119640162,1.0,1.0,1.026705821385386,gcc,256,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
16,toycar,tflmi,spike_rv32,5276.0,1765210,339476,19424,280024,59436,1.965722801788376,0.9929237986488842,1.0045749119640162,1.0,1.0,1.026705821385386,gcc,512,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
17,toycar,tflmi,spike_rv32,5276.0,1735954,339476,19424,280024,59436,1.965722801788376,0.976467411786544,1.0045749119640162,1.0,1.0,1.026705821385386,gcc,1024,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
18,toycar,tflmi,spike_rv32,5276.0,1732270,339476,19424,280024,59436,1.965722801788376,0.9743951760331648,1.0045749119640162,1.0,1.0,1.026705821385386,gcc,2048,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
19,toycar,tflmi,spike_rv32,5276.0,1730386,339476,19424,280024,59436,1.965722801788376,0.973335433318896,1.0045749119640162,1.0,1.0,1.026705821385386,gcc,4096,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
0,vww,tflmi,spike_rv32,100668.0,495272719,405822,134444,336672,69134,0.999523412367449,9.967246323583051,0.956,0.9999404992116144,1.0,0.7872955860246891,gcc,0,s,none,0,7,TFLM,Reference,-,RV32GC,-,tflm
1,vww,tflmi,spike_rv32,100668.0,495272719,405828,134444,336672,69140,0.999523412367449,9.967246323583051,0.9560141342756184,0.9999404992116144,1.0,0.7873639138158793,gcc,128,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
2,vww,tflmi,spike_rv32,100668.0,495272719,405828,134444,336672,69140,0.999523412367449,9.967246323583051,0.9560141342756184,0.9999404992116144,1.0,0.7873639138158793,gcc,256,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
3,vww,tflmi,spike_rv32,100668.0,495272719,405828,134444,336672,69140,0.999523412367449,9.967246323583051,0.9560141342756184,0.9999404992116144,1.0,0.7873639138158793,gcc,512,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
4,vww,tflmi,spike_rv32,100668.0,495272719,405828,134444,336672,69140,0.999523412367449,9.967246323583051,0.9560141342756184,0.9999404992116144,1.0,0.7873639138158793,gcc,1024,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
5,vww,tflmi,spike_rv32,100668.0,495272719,405828,134444,336672,69140,0.999523412367449,9.967246323583051,0.9560141342756184,0.9999404992116144,1.0,0.7873639138158793,gcc,2048,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
6,vww,tflmi,spike_rv32,100668.0,495272719,405828,134444,336672,69140,0.999523412367449,9.967246323583051,0.9560141342756184,0.9999404992116144,1.0,0.7873639138158793,gcc,4096,s,none,0,7,TFLM,Reference,Loop+SLP,RV32GCV,-,tflm
7,vww,tflmi,spike_rv32,100716.0,49690025,424500,134452,336672,87812,1.0,1.0,1.0,1.0,1.0,1.0,gcc,0,s,none,0,7,muRISCV-NN,Scalar,-,RV32GC,-,tflm
8,vww,tflmi,spike_rv32,100716.0,49690025,424500,134452,336672,87812,1.0,1.0,1.0,1.0,1.0,1.0,gcc,128,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
9,vww,tflmi,spike_rv32,100716.0,49690025,424500,134452,336672,87812,1.0,1.0,1.0,1.0,1.0,1.0,gcc,256,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
10,vww,tflmi,spike_rv32,100716.0,49690025,424500,134452,336672,87812,1.0,1.0,1.0,1.0,1.0,1.0,gcc,512,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
11,vww,tflmi,spike_rv32,100716.0,49690025,424500,134452,336672,87812,1.0,1.0,1.0,1.0,1.0,1.0,gcc,1024,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
12,vww,tflmi,spike_rv32,100716.0,49690025,424500,134452,336672,87812,1.0,1.0,1.0,1.0,1.0,1.0,gcc,2048,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
13,vww,tflmi,spike_rv32,100716.0,49690025,424500,134452,336672,87812,1.0,1.0,1.0,1.0,1.0,1.0,gcc,4096,s,none,0,7,muRISCV-NN,Scalar,Loop+SLP,RV32GCV,-,tflm
14,vww,tflmi,spike_rv32,100764.0,13489800,426216,134452,336672,89528,1.000476587632551,0.2714790342729753,1.004042402826855,1.0,1.0,1.0195417482804172,gcc,128,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
15,vww,tflmi,spike_rv32,100764.0,10161172,426216,134452,336672,89528,1.000476587632551,0.2044911830895637,1.004042402826855,1.0,1.0,1.0195417482804172,gcc,256,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
16,vww,tflmi,spike_rv32,100764.0,8872050,426216,134452,336672,89528,1.000476587632551,0.1785479077541217,1.004042402826855,1.0,1.0,1.0195417482804172,gcc,512,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
17,vww,tflmi,spike_rv32,100764.0,8367551,426216,134452,336672,89528,1.000476587632551,0.1683949847076953,1.004042402826855,1.0,1.0,1.0195417482804172,gcc,1024,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
18,vww,tflmi,spike_rv32,100764.0,8318937,426216,134452,336672,89528,1.000476587632551,0.1674166394563093,1.004042402826855,1.0,1.0,1.0195417482804172,gcc,2048,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm
19,vww,tflmi,spike_rv32,100764.0,8322326,426216,134452,336672,89528,1.000476587632551,0.167484842279713,1.004042402826855,1.0,1.0,1.0195417482804172,gcc,4096,s,none,0,7,muRISCV-NN,Vector,-,RV32GCV,-,tflm